1_DevOps'ish

This is the story of how our Developer Productivity team extended and rolled out rubyfmt, our Rust-based zero-config, ultra-fast autoformatter across the world's largest Ruby codebase.

Engineering teams don't need to 'just go faster' - the technique behind the sub-2-hour marathon

CEO Andy Jassy said Amazon’s massive AI spending reflects a once-in-a-generation opportunity and will ultimately reward investors.

Today we're open sourcing deepsec, an AI security harness that runs on your infrastructure, with your keys, against your code.

FEATURE: The Register gets a look inside AWS' networking lab in Cupertino

US export restrictions bite.

This paper presents C8s, a confidential computing architecture for Kubernetes that provides cryptographically rooted confidentiality, integrity, and verifiability guarantees for Kubernetes...

I have been recommending pgBackRest as the best backup tool for PostgreSQL for years. I even wrote a blog post about it. My students at Université Lyon I were able to backup, restore, and perform PITR in four hours with zero prior knowledge of the tool. That is how good it was. I say “was” because David Steele, the sole maintainer of pgBackRest, has announced on the project’s GitHub page that he is stopping all work on the project.

📡 Easily opt-out from telemetry collection

Goodbye, Jeeves.

OpenAI's revenue picture is reportedly not pretty, and a new report says its chief financial officer wants to calm spending down before going public.

: It's not the fork that's the problem, it's the attempt to make it look official, says original Notepad++ dev Don Ho

The microVM ecosystem was battle-tested long before agentic AI created the demand. A landscape survey: every VMM, the shared Rust crate ecosystem, a dozen AI sandbox platforms, and honest trade-offs.

The latest court ruling comes amid fears of AI-driven job displacement, especially among young workers.

Three design choices shape the chip, and explain why AWS Trainium keeps showing up in Amazon's biggest AI announcements.

A SOTA quantization algorithm for high-accuracy low-bit LLM inference, seamlessly optimized for CPU/XPU/CUDA, with multi-datatype support and full compatibility with vLLM, SGLang, and Transformers....

The role of Transformers and Pretraining in GPT

Find the ghost tokens. Fix them. Survive compaction. Avoid context quality decay. - alexgreensh/token-optimizer

A resource-efficient, open source AI coding agent with a native TUI, built in Rust. - 1jehuang/jcode

Meta has shifted from Llama to its new proprietary AI model Muse Spark, leaving open-source developers searching for alternatives and migration paths.

CVE-2026-31431. 100% Reliable Linux LPE — no race, no per-distro offsets, page-cache write that bypasses on-disk file-integrity tools and crosses containers. Found by Xint Code.

it sits right next to your cursor, sees your screen, and listens when you talk. like a friend who's really good at everything.

Audit Terraform end to end: code changes, plan/apply runs, state access, and cloud audit logs to prove who changed what, when, and why.

Resources for any talks I've given. Contribute to SDiamante13/Talks development by creating an account on GitHub.

Modern Kubernetes visibility. Topology, event timeline, and service traffic — plus resource browsing and Helm management. - skyhook-io/radar

Linux payload implementing the HV exploit and a custom bootloader - ps5-linux/ps5-linux-loader

Many rural communities are viscerally opposed to AI infrastructure.